Multi‐task image restoration network based on spatial aggregation attention and multi‐feature fusion by Chunyan Peng, Xueya Zhao, Yangbo Chen, Wanqing Zhang, Yuhui Zheng

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Analysis of restoration methods for optical-electronic images lubricated at motion by A. Yu. Liplianin, A. V. Khizhniak, E. I. Mikhnionok, A. S. Mamchenko

Subjects: “…image restoration…”
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Image restoration for ring-array photoacoustic tomography based on an attention mechanism driven conditional generative adversarial network by Wende Dong, Yanli Zhang, Luqi Hu, Songde Liu, Chao Tian

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Customizable Restoration in Multi-Degradation Scenarios: Joint Deraining and Low-Light Image Enhancement via Perceptual Decoupling by Zhiyong He

Subjects: “…Image restoration…”
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Police Image Restoration: A Case Study of the Stampede (Crowd Crisis) at Kanjuruhan Malang by Purnama Ayu Rizky, Jesslyn Velingsia

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SnowMamba: Achieving More Precise Snow Removal with Mamba by Guoqiang Wang, Yanyun Zhou, Fei Shi, Zhenhong Jia

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A Method for Borehole Image Reverse Positioning and Restoration Based on Grayscale Characteristics by Shuangyuan Chen, Zengqiang Han, Yiteng Wang, Yuyong Jiao, Chao Wang, Jinchao Wang

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Underwater Imaging Based on LF and Polarization by Yu Tian, Bin Liu, Xinyan Su, Lipeng Wang, Ke Li

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Government Crisis Assessment and Reputation Management. A Case Study of the Vietnam Health Minister's Crises in 2013-2014 by Tuong-Minh Ly-Le

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Image Enhancement Techniques for Images at Blur Motion and Different Noises by Sahlah Ali

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Swin-Diff: a single defocus image deblurring network based on diffusion model by Hanyan Liang, Shuyao Chai, Xixuan Zhao, Jiangming Kan

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Simultaneous Learning Knowledge Distillation for Image Restoration: Efficient Model Compression for Drones by Yongheng Zhang

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Single Underwater Image Restoration Using Variational Framework Guided by Imaging Model With Noise by Chenggang Dai, Mingxing Lin

Subjects: “…Underwater image restoration…”
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A Multi-Level SAR-Guided Contextual Attention Network for Satellite Images Cloud Removal by Ganchao Liu, Jiawei Qiu, Yuan Yuan

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Combined label matrix with the conditional generative adversarial network for secret image restoration by Jianzhong Yang, Xianquan Zhang, Chunqiang Yu, Guoxiang Li, Zhenjun Tang

Subjects: “…Secret image restoration…”
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Enhancing Image Quality by Optimizing and Fine-Tuning Multi-Fidelity Generative Adversarial Networks by Noor Baha Aldin

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The Improved MNSPI Method for MODIS Surface Reflectance Data Small-Area Restoration by Meixiang Wang, Wenjuan Zhang, Bowen Wang, Xuesong Ma, Peng Qi, Zixiang Zhou

Subjects: “…image restoration…”
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Recovering the Images Distorted by Surface Waves Using an Efficient Multi-Stage Image Reconstruction Strategy by Bijian Jian, Ting Peng, Xu Tian

Subjects: “…Image restoration…”
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Fast Restoration of Aberration-Degraded Extended Object Based on Local Region Abstraction by Lianghua Wen, Ping Yang, Shuai Wang, Shanqui Chen, Wenjing LIU, Wei Bai, Zhiqiang Xu, Feilong Wang, Bing Xu

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Efficient Aero-Optical Degraded Image Restoration via Adaptive Frequency Selection by Yingjiao Huang, Qingpeng Zhang, Xiafei Ma, Haotong Ma

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